A highly energetic AI and mechanical engineer specializing in multidisciplinary areas of computer vision, 3D printing and mechanical FEA/CFD. Experienced in Deep Learning, NLP, and SVM on PyTorch and Keras platforms. Over three years of designing AI docker systems for cloud-based failure detection applications. Well-rounded in simulating static/dynamic analysis and thermal analysis with CAE technology. Proficient in mechanical design, fatigue analysis, solid mechanism, fluid dynamics, and the GD&T standard. Well-versed in creative problem solving, thinking out of the box, and troubleshooting skills. Possess a strong affinity for learning and improving the skillset while demonstrating excellent communication and technical report writing skills. Specialties: Artificial Intelligence, Deep Learning, 3D printing, FEA/CFD, Thermal Analysis, Design, GD&T
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Research EngineerMetaNew York, United States -
Technical Program ManagerMeta Mar 2023 - PresentMenlo Park, Ca, UsContributed significantly to a research team in advancing high-fidelity 3D object creation for the metaverse, leveraging Generative AI techniques to enhance digital realism and interactivity of the Metaverse.1. Foster partnerships with outsourcing platforms to develop a data acquisition system for text-to-3D object reconstruction and streamlined data cleaning and balancing processes.2. Upgrade the integration of cutting-edge algorithms such as Hloc and PixSfm within a COLMAP-based Structure from Motion (SfM) pipeline, substantially improving the 3D modelling process.3. Pioneer the generation of a vast point cloud database encompassing various daily objects, providing a rich resource for ongoing and future research endeavours.4. Provide comprehensive support for implementing and optimizing NeRF-based diffusion models for 3D object generation and Pytorch3D on AWS GPU clusters, accelerating the project's progress and ensuring optimal resource utilization. -
Postdoctoral FellowshipUniversity Of Toronto Jan 2021 - Feb 2023Toronto, Ontario, Ca1. Applying computer vision technologies to enhance the reliability of advanced manufacturing processes.2. Generate virtual images of 3D printed objects from digital models, and compare with real printed items to validate the anomaly print. -
Engineering Manager, AiMech Solutions, Ltd Mar 2019 - Feb 2023Concord, On, CaLead the AI software team members to develop AI anomaly detection for general commercial 3D Printers. The AI could detect the failures and pause the print. The project has been commercialized on the Cloud3DPrint platform. For more detail, please visit: www.cloud3dprint.com/ai-failure-detection -
ResearcherLitens Automotive Group May 2016 - Feb 2019Vaughan, Ontario, CaLed a research and development project developing an innovative analytical-numerical algorithm in Python that calculates temperature distributions in vehicle engine belt power transmission systems. The model successfully provided real-time thermal predictions, achieving high reliability and an expedited design cycle. -
Cae SpecialistOnecad Solutions Ltd. Jan 2012 - Nov 2013Markham, On, Ca•Served as a consultant to provide advanced engineering services like FEA, CFD and design for product development. •Carry out theory calculation to insure the accuracy of FEA result and generated technical reports. •Prepare and develop the Computer Aided Design (CAD) mechanical designs and propose solutions for various customers with respect to design requirements and contract requirements.
Alex X. Liu, Phd, P. Eng Skills
Alex X. Liu, Phd, P. Eng Education Details
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University Of TorontoDoctor Of Philosophy - Phd -
University Of WindsorMaster Of Engineering - Meng -
South China University Of TechnologyBachelor Of Engineering - Be
Frequently Asked Questions about Alex X. Liu, Phd, P. Eng
What company does Alex X. Liu, Phd, P. Eng work for?
Alex X. Liu, Phd, P. Eng works for Meta
What is Alex X. Liu, Phd, P. Eng's role at the current company?
Alex X. Liu, Phd, P. Eng's current role is Research Engineer.
What schools did Alex X. Liu, Phd, P. Eng attend?
Alex X. Liu, Phd, P. Eng attended University Of Toronto, University Of Windsor, South China University Of Technology.
What skills is Alex X. Liu, Phd, P. Eng known for?
Alex X. Liu, Phd, P. Eng has skills like Fortran, P.eng, Fe Safe, Autocad, Catia, Mathcad, Heat Transfer, Cad, Abaqus, Geometric Dimensioning And Tolerancing, Product Design, Red Hat Linux.
Who are Alex X. Liu, Phd, P. Eng's colleagues?
Alex X. Liu, Phd, P. Eng's colleagues are Lol King, Mohamed Mounir Bendiff, Israel Pastrana Vicente, Henry Wilson, Mosaab Almasry, Rosalina Lima, Ex Ne.
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